"No, no, no, this can't be happening," Marcus muttered, his voice barely a breath against the rhythmic clatter of the keyboard. He stared at the screen, the lines of code a jumbled mess of familiarity and betrayal. He’d spent countless hours coding this program, the culmination of his life’s dedication, only to find someone had created the exact same thing.

He felt a searing heat bloom in his chest, spreading to his extremities. His fingers fumbled, the cursor jumping erratically across the screen. Sweat beaded on his forehead. He slammed his fist on the desk. The monitor flickered, then went black.

He scrambled to turn it back on, but his hands wouldn’t cooperate. He could barely breathe. He needed to understand how, why. He had to know.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359